У. Л. М. Кинг и развитие канадской либеральной традиции в 20-е гг. Хх в
Bibliographic record
Abstract
The historical-political researches of Western and Russian Canadianist do not mark out 1920s as the period of the swift building of Canadian society. The author believes this period formed the basis of Canadian nation and its further political development on the way of liberal social reforming. In author's mind the development of all sides of life was the basis of further successes in Canada. These years formed the basis of Canadian liberal tradition, which defined the reformist course of M. King's liberal government. The main problem of Canadian nation's unity have been solved successfully by M. King's government and helped continue the holding and the completion of The Second National Policy. The author emphasizes the choiceless of the political leadership in Canada in 1920s. Neither the Conservative party of Canada nor arose the widening progressive movement were not able lead necessary reformist actions at the beginning of century.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.073 | 0.030 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".